Information Theoretic Meta Learning with Gaussian Processes.
Michalis K. TitsiasSotirios NikoloutsopoulosAlexandre GalashovPublished in: CoRR (2020)
Keyphrases
- information theoretic
- meta learning
- gaussian processes
- model selection
- gaussian process
- learning tasks
- mutual information
- hyperparameters
- inductive learning
- multi task
- machine learning algorithms
- cross validation
- decision trees
- feature selection
- data mining
- machine learning
- learning problems
- sample size
- base classifiers
- data sets
- error rate
- active learning
- learning algorithm